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Multiobjective Optimization in IMRT Treatment Planning: Multiobjective Linear Programming Theory, Methods and Application - Softcover
Inhaltsangabe
The aim of intensity modulated radiation therapy (IMRT) is to kill tumor cells while at the same time protecting the surrounding tissue and organs from the damaging effect of radiation. Given the number of beams and beam directions, beam intensity optimization needs to determine beam intensity profiles that yield the best dose distribution under consideration of clinical and physical constraints. In this book, we first review existing mathematical models and computation methods for the beam intensity optimization problem. Then we formulate the beam intensity optimization problem as a multiobjective linear programme (MOLP) with three objectives. The rest of the book is dedicated to developing methods to solve this large MOLP efficiently and to the application in the beam intensity optimization problem. The book provides the necessary mathmatical foundation of multiobjective optimization to solve multiobjective linear programming problems. It is well suitable to be used as a reference book on multiobjective optimization. Moreover it should also be useful to professionals who may be considering using multiobjective optimization.
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Reseña del editor
The aim of intensity modulated radiation therapy (IMRT) is to kill tumor cells while at the same time protecting the surrounding tissue and organs from the damaging effect of radiation. Given the number of beams and beam directions, beam intensity optimization needs to determine beam intensity profiles that yield the best dose distribution under consideration of clinical and physical constraints. In this book, we first review existing mathematical models and computation methods for the beam intensity optimization problem. Then we formulate the beam intensity optimization problem as a multiobjective linear programme (MOLP) with three objectives. The rest of the book is dedicated to developing methods to solve this large MOLP efficiently and to the application in the beam intensity optimization problem. The book provides the necessary mathmatical foundation of multiobjective optimization to solve multiobjective linear programming problems. It is well suitable to be used as a reference book on multiobjective optimization. Moreover it should also be useful to professionals who may be considering using multiobjective optimization.
Biografía del autor
Lizhen Shao received her PhD in Engineering Science in 2008 from the University of Auckland, New Zealand. Since 2009 she has been a lecturer with the School of Information Engineering at the University of Science and Technology Beijing, China. Her research interests are Operations Research, Multicriteria Optimization etc.
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- VerlagLAP LAMBERT Academic Publishing
- Erscheinungsdatum2010
- ISBN 10 3838372638
- ISBN 13 9783838372631
- EinbandTapa blanda
- SpracheEnglisch
- Anzahl der Seiten196
- Kontakt zum HerstellerNicht verfügbar
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Multiobjective Optimization in IMRT Treatment Planning
Verlag:
LAP LAMBERT Academic Publishing Jul 2010, 2010
ISBN 10: 3838372638
ISBN 13: 9783838372631
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Taschenbuch. Zustand: Neu. Neuware -The aim of intensity modulated radiation therapy (IMRT) is to kill tumor cells while at the same time protecting the surrounding tissue and organs from the damaging effect of radiation. Given the number of beams and beam directions, beam intensity optimization needs to determine beam intensity profiles that yield the best dose distribution under consideration of clinical and physical constraints. In this book, we first review existing mathematical models and computation methods for the beam intensity optimization problem. Then we formulate the beam intensity optimization problem as a multiobjective linear programme (MOLP) with three objectives. The rest of the book is dedicated to developing methods to solve this large MOLP efficiently and to the application in the beam intensity optimization problem. The book provides the necessary mathmatical foundation of multiobjective optimization to solve multiobjective linear programming problems. It is well suitable to be used as a reference book on multiobjective optimization. Moreover it should also be useful to professionals who may be considering using multiobjective optimization.Books on Demand GmbH, Überseering 33, 22297 Hamburg 196 pp. Englisch. Artikel-Nr. 9783838372631
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